Advanced Analytics Practice Area, IMPAQ International, LLC, Columbia, Maryland.
Workforce Development Practice Area, IMPAQ International, LLC, Columbia, Maryland.
JAMA Intern Med. 2019 Jan 1;179(1):63-70. doi: 10.1001/jamainternmed.2018.5011.
Understanding if the association of social programs with health care access and utilization, especially among older adults with costly chronic medical conditions, can help in improving strategies for self-management of disease.
To examine whether participation in the Supplemental Nutrition Assistance Program (SNAP) is associated with a reduced likelihood of low-income older adults with diabetes (aged ≥65 years) needing to forgo medications because of cost.
DESIGN, SETTING, AND PARTICIPANTS: This repeated cross-sectional, population-based study included 1302 seniors who participated in the National Health Interview Survey from 2013 through 2016. Individuals in the study were diagnosed with diabetes or borderline diabetes, were eligible to receive SNAP benefits, were prescribed medications, and incurred more than zero US dollars in out-of-pocket medical expenses in the past year. The data analysis was performed from October 2017 to April 2018.
Self-reported participation in SNAP.
Cost-related medication nonadherence derived from responses to whether in the past year, older adults with diabetes delayed refilling a prescription, took less medication, and skipped medication doses because of cost. To estimate the association between participation in SNAP and cost-related medication nonadherence, we used 2-stage, regression-adjusted propensity score matching, conditional on sociodemographic and health and health care-related characteristics of individuals. Estimated propensity scores were used to create matched groups of participants in SNAP and eligible nonparticipants. After matching, a fully adjusted weighted model that included all covariates plus food security status was used to estimate the association between SNAP and cost-related medication nonadherence in the matched sample.
The final analytic sample before matching included 1385 older adults (448 [32.3%] men, 769 [55.5%] non-Hispanic white, and 628 [45.3%] aged ≥75 years), with 503 of them participating in SNAP (36.3%) and 178 reporting cost-related medication nonadherence (12.9%) in the past year. After matching, 1302 older adults were retained (434 [33.3%] men, 716 [55.0%] non-Hispanic white, and 581 [44.6%] aged ≥75 years); treatment and comparison groups were similar for all characteristics. Participants in SNAP had a moderate decrease in cost-related medication nonadherence compared with eligible nonparticipants (5.3 percentage point reduction; 95% CI, 0.5-10.0 percentage point reduction; P = .03). Similar reductions were observed for subgroups that had prescription drug coverage (5.8 percentage point reduction; 95% CI, 0.6-11.0) and less than $500 in out-of-pocket medical costs in the previous year (6.4 percentage point reduction; 95% CI, 0.8-11.9), but not for older adults lacking prescription coverage or those with higher medical costs. Results remained robust to several sensitivity analyses.
The findings suggest that participation in SNAP may help improve adherence to treatment regimens among older adults with diabetes. Connecting these individuals with SNAP may be a feasible strategy for improving health outcomes.
了解社会项目与医疗保健获取和利用之间的关联,特别是在患有昂贵慢性疾病的老年人群体中,是否能有助于改善疾病自我管理的策略。
研究参加补充营养援助计划(SNAP)是否与降低患有糖尿病(年龄≥65 岁)的低收入老年人因费用而需要放弃药物的可能性相关。
设计、地点和参与者:这是一项重复的横断面、基于人群的研究,纳入了 2013 年至 2016 年参加国家健康访谈调查的 1302 名老年人。研究中的个体被诊断患有糖尿病或边缘性糖尿病,有资格获得 SNAP 福利,开了处方药物,并在过去一年中产生了超过零美元的自付医疗费用。数据分析于 2017 年 10 月至 2018 年 4 月进行。
自我报告的 SNAP 参与情况。
由于费用而导致的药物不依从性,这是通过询问过去一年中是否有糖尿病老年人延迟处方配药、减少药物用量或跳过药物剂量来衡量的。为了估计 SNAP 参与和药物费用相关的不依从性之间的关联,我们使用了两阶段、回归调整的倾向得分匹配,条件是个体的社会人口统计学和健康及医疗保健相关特征。估计的倾向得分用于创建 SNAP 参与者和合格非参与者的匹配组。匹配后,使用完全调整的加权模型,其中包括所有协变量和食品保障状况,来估计在匹配样本中 SNAP 与药物费用相关的不依从性之间的关联。
在匹配之前的最终分析样本包括 1385 名老年人(448[32.3%]名男性,769[55.5%]名非西班牙裔白人,628[45.3%]名年龄≥75 岁),其中 503 名参加了 SNAP(36.3%),178 名(12.9%)在过去一年中报告了与药物费用相关的不依从性。匹配后,保留了 1302 名老年人(434[33.3%]名男性,716[55.0%]名非西班牙裔白人,581[44.6%]名年龄≥75 岁);治疗组和对照组在所有特征上都相似。与合格的非参与者相比,SNAP 参与者的药物费用相关不依从性有适度降低(5.3 个百分点降低;95%CI,0.5-10.0 个百分点降低;P=0.03)。在有处方药覆盖的亚组中观察到类似的减少(5.8 个百分点降低;95%CI,0.6-11.0)和去年自付医疗费用低于 500 美元的亚组(6.4 个百分点降低;95%CI,0.8-11.9),但对于没有处方药覆盖或医疗费用较高的老年人则没有观察到这种减少。结果在几项敏感性分析中仍然稳健。
研究结果表明,参加 SNAP 可能有助于改善患有糖尿病的老年患者对治疗方案的依从性。将这些人与 SNAP 联系起来可能是改善健康结果的可行策略。